Special Session on Complex-Valued and Quaternion Neural Networks
in WCCI-IJCNN 2018 Rio de Janeiro

organized by Marcos Eduardo Valle, Igor Aizenberg, Akira Hirose, and Danilo Mandic

Call for Papers
Paper submission deadline is on January 15, 2018.
Submission Site
Please choose Main research topic*: "SS3. Complex-Valued and Quaternion Neural Networks"

Session SS3: Special Session on Complex-Valued and Quaternionic Neural Networks +
Tuesday, July 10, 8:00AM-10:00AM, Room: Oceania 10, Chair: Marcos Eduardo Valle, Igor Aizenberg, Akira Hirose, and Danilo Mandic

Quaternionic Recurrent Correlation Neural Networks [#18236]
Marcos Eduardo Valle
Universidade Estadual de Campinas, Brazil

Image Recognition using MLMVN and Frequency Domain Features [#18261]
Igor Aizenberg and Alexander Gonzalez
Manhattan College, United States

Performance of entire-spectrum-processing complex-valued neural-network filter to generatedigital elevation model in interferometric radar [#18156]
Kohei Oyama and Akira Hirose
The University of Tokyo, Japan

Deep Quaternion Networks [#18246]
Chase Gaudet and Anthony Maida
University of Louisiana at Lafayette, United States

iBQPSO: an Improved BQPSO Algorithm for Feature Selection [#18681]
Qing Wu, Yuanfeng Shen, Zheping Ma, Jin Fan and Ruiquan Ge
Hangzhou Dianzi University, China

A comparison between ANN and SVM classifiers for Parkinson's disease by using a model-free
computer-assisted handwriting analysis based on biometric signals [#18943]
Claudio Loconsole, Giacomo Donato Cascarano, Antonio Lattarulo, Antonio Brunetti, Gianpaolo Francesco Trotta, Domenico Buongiorno, Ilaria Bortone, Irio De Feudis, Giacomo Losavio,
Vitoantonio Bevilacqua and Eugenio Di Sciascio
Department of Electrical and Information Engineering (DEI), Polytechnic University of Bari, Italy; Department of Mechanics, Mathematics and Management (DMMM), Polytechnic
University of Bari, Italy; Institute of Clinical Physiology (IFC),National Council of Research
(CNR), Italy; Medica Sud s.r.l., Italy

Related presentations in other sessions

Session 1n-1: Other topics in artificial neural networks
Tuesday, July 10, 2:10PM-4:10PM, Room: Oceania 7, Chair: Valery Covachev and Kakemoto Yoshitsugu

Existence of Periodic Solutions for the Discrete-Time Counterpart of a Complex-Valued Hopfield Neural Network with Time-Varying Delays and Impulses [#18086]
Valery Covachev and Zlatinka Covacheva
Institute of Mathematics and Informatics, Bulgarian Academy of Sciences, Bulgaria; Middle East
College, Muscat, Oman

Session 1a-1: Feedforward neural networks
Monday, July 9, 2:10PM-4:10PM, Room: Oceania 10, Chair: David Diaz-Vico and Nitish Patel

Deep Hybrid Real-Complex-Valued Convolutional Neural Networks for Image Classification
Calin-Adrian Popa
Polytechnic University Timisoara, Romania

Complex-Valued Deep Boltzmann Machines [#18761]
Calin-Adrian Popa
Polytechnic University Timisoara, Romania